1.OpenDCAI / DataFlow
[SIGMOD'27] Easy Data Preparation with latest LLMs-based Operators and Pipelines.
- data
- data-cleaning
- data-pipelines
- data-processing
- data-science
- data-synthesis
- +7 more
+5,113 stars
from 3,320 · score 8.54
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
15 repositories by Attention Score · May 8, 2026 – Nov 3, 2026 (UTC)
2.kestra-io / kestra
Orchestrate everything, everywhere. The open-source control plane for workflows across data, infrastructure, business processes and AI agents. Declarative YAML, event-driven, any language, Git-versioned, scalable to millions of executions.
- orchestration
- data-orchestration
- high-availability
- infrastructure-as-code
- automation
- devops
- +14 more
+3,690 stars
from 26,452 · score 8.21
3.apache / airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
+2,312 stars
from 45,043 · score 7.75
4.PrefectHQ / prefect
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
- python
- workflow
- data-engineering
- data-science
- workflow-engine
- prefect
- +8 more
+1,943 stars
from 22,164 · score 7.57
5.dagster-io / dagster
An orchestration platform for the development, production, and observation of data assets.
- data-pipelines
- dagster
- workflow
- data-science
- workflow-automation
- python
- +9 more
+1,020 stars
from 15,345 · score 6.93
6.apache / dolphinscheduler
Apache DolphinScheduler is the modern data orchestration platform. Agile to create high performance workflow with low-code
- workflow-schedule
- azkaban
- airflow
- task-scheduler
- job-scheduler
- cloud-native
- +5 more
+361 stars
from 14,189 · score 5.89
7.Netflix / metaflow
Build, Manage and Deploy AI/ML Systems
- machine-learning
- model-management
- ai
- ml
- ml-platform
- ml-infrastructure
- +14 more
+307 stars
from 10,031 · score 5.73
8.zenml-io / zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
- mlops
- machine-learning
- data-science
- production-ready
- devops-tools
- zenml
- +14 more
+254 stars
from 5,381 · score 5.54
9.bruin-data / bruin
Build data pipelines with SQL and Python, ingest data from different sources, add quality checks, and build end-to-end flows.
- analytics
- bigquery
- data-modeling
- data-pipelines
- python
- snowflake
- +5 more
+233 stars
from 1,566 · score 5.46
10.apache / hamilton
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
- data-science
- python
- dag
- data-engineering
- dataframe
- etl
- +13 more
+153 stars
from 2,469 · score 5.04
11.spotify / luigi
Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
- python
- luigi
- orchestration-framework
- scheduling
- hadoop
+138 stars
from 18,644 · score 4.93
12.polyaxon / polyaxon
AI Infra / AI Orchestration / AI Control Plane
+50 stars
from 3,697 · score 3.93
13.WeBankFinTech / DataSphereStudio
DataSphereStudio is a one stop data application development& management portal, covering scenarios including data exchange, desensitization/cleansing, analysis/mining, quality measurement, visualization, and task scheduling.
+42 stars
from 3,233 · score 3.76
14.ploomber / ploomberArchived
The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
- workflow
- machine-learning
- data-science
- data-engineering
- mlops
- papermill
- +6 more
+12 stars
from 3,609 · score 2.56
15.AgnostiqHQ / covalent
Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments.
- hpc
- workflow
- workflow-automation
- workflow-management
- quantum-computing
- hpc-applications
- +14 more
+11 stars
from 857 · score 2.48